The chemical modeling of combustion treats the chemical conversion of hundreds of species
through thousands of reactions. Recent advances in theoretical methodologies and …

In this work, we propose a novel data-driven approach for detailed kinetic mechanisms
optimization. The approach is founded on a curve matching-based objective function and …

ABSTRACT A comprehensive and hierarchical optimization of a joint hydrogen and syngas
combustion mechanism has been carried out. The Kéromnès et al.(Combust Flame, 2013 …

Large amount of experimental data for laminar burning velocity (LBV) measurements of
methane (+ H 2/CO)− oxygen− diluent mixtures (5500 data points in 646 datasets) covering …

A detailed reaction mechanism for methanol combustion that is capable of describing
ignition, flame propagation and species concentration profiles with high accuracy has been …

ABSTRACT A detailed reaction mechanism for ethanol combustion was developed for
describing ignition, flame propagation, and species concentration profiles with high …

The steady planar detonation in hydrogen/air mixture was simulated at elevated pressure.
The real gas effect was incorporated by considering the Peng-Robinson equation of state …

Highlights•Automatic kinetic model generation.•The need of accurate kinetic data.•On-the-fly
property calculations.•Integrated software tool for in silico process design within reach.•Big …

Literature experimental data were collected about hydrogen–oxygen combustion systems
doped with NO, NO 2 or N 2 O or about H 2/N 2 O combustion systems. The data included …

We examine the state-of-the-art neural network (NN) approach and its flexible
implementations in combustion reaction model uncertainty quantification (UQ), optimization …